diff --git a/test/e2e/load.go b/test/e2e/load.go
index fe685cf85e7..0b1cb99ddf7 100644
--- a/test/e2e/load.go
+++ b/test/e2e/load.go
@@ -33,11 +33,17 @@ import (
 )
 
 const (
-	image          = "gcr.io/google_containers/serve_hostname:1.1"
-	simulationTime = 20 * time.Minute
-	smallRCSize    = 5
-	mediumRCSize   = 30
-	bigRCSize      = 250
+	image             = "gcr.io/google_containers/serve_hostname:1.1"
+	simulationTime    = 10 * time.Minute
+	smallRCSize       = 5
+	mediumRCSize      = 30
+	bigRCSize         = 250
+	smallRCGroupName  = "load-test-small-rc"
+	mediumRCGroupName = "load-test-medium-rc"
+	bigRCGroupName    = "load-test-big-rc"
+	smallRCBatchSize  = 20
+	mediumRCBatchSize = 5
+	bigRCBatchSize    = 1
 )
 
 // This test suite can take a long time to run, so by default it is added to
@@ -48,6 +54,7 @@ var _ = Describe("Load capacity", func() {
 	var c *client.Client
 	var nodeCount int
 	var ns string
+	var smallRCCount, mediumRCCount, bigRCCount int
 
 	BeforeEach(func() {
 		var err error
@@ -64,6 +71,10 @@ var _ = Describe("Load capacity", func() {
 
 	// TODO add flag that allows to skip cleanup on failure
 	AfterEach(func() {
+		cleanRCGroup(c, ns, smallRCGroupName, smallRCSize, smallRCCount)
+		cleanRCGroup(c, ns, mediumRCGroupName, mediumRCSize, mediumRCCount)
+		cleanRCGroup(c, ns, bigRCGroupName, bigRCSize, bigRCCount)
+
 		By(fmt.Sprintf("Destroying namespace for this suite %v", ns))
 		if err := c.Namespaces().Delete(ns); err != nil {
 			Failf("Couldn't delete ns %s", err)
@@ -87,24 +98,30 @@ var _ = Describe("Load capacity", func() {
 	}
 
 	for _, testArg := range loadTests {
-		name := fmt.Sprintf("[Skipped] should be able to handle %v pods per node", testArg.podsPerNode)
+		name := fmt.Sprintf("[Performance suite] [Skipped] should be able to handle %v pods per node", testArg.podsPerNode)
 
 		It(name, func() {
 			totalPods := testArg.podsPerNode * nodeCount
-			smallRCCount, mediumRCCount, bigRCCount := computeRCCounts(totalPods)
+			smallRCCount, mediumRCCount, bigRCCount = computeRCCounts(totalPods)
 			threads := smallRCCount + mediumRCCount + bigRCCount
 
+			// TODO refactor this code to iterate over slice of RC group description.
+			createRCGroup(c, ns, smallRCGroupName, smallRCSize, smallRCCount, smallRCBatchSize)
+			createRCGroup(c, ns, mediumRCGroupName, mediumRCSize, mediumRCCount, mediumRCBatchSize)
+			createRCGroup(c, ns, bigRCGroupName, bigRCSize, bigRCCount, bigRCBatchSize)
+
+			// TODO add reseting latency metrics here, once it would be supported.
+
 			var wg sync.WaitGroup
 			wg.Add(threads)
 
 			// Run RC load for all kinds of RC.
-			runRCLoad(c, &wg, ns, "load-test-small-rc", smallRCSize, smallRCCount)
-			runRCLoad(c, &wg, ns, "load-test-medium-rc", mediumRCSize, mediumRCCount)
-			runRCLoad(c, &wg, ns, "load-test-big-rc", bigRCSize, bigRCCount)
+			runRCLoad(c, &wg, ns, smallRCGroupName, smallRCSize, smallRCCount)
+			runRCLoad(c, &wg, ns, mediumRCGroupName, mediumRCSize, mediumRCCount)
+			runRCLoad(c, &wg, ns, bigRCGroupName, bigRCSize, bigRCCount)
 
 			// Wait for all the pods from all the RC's to return.
 			wg.Wait()
-			// TODO verify latency metrics
 		})
 	}
 })
@@ -121,11 +138,15 @@ func computeRCCounts(total int) (int, int, int) {
 	return smallRCCount, mediumRCCount, bigRCCount
 }
 
-// The function creates a RC and then every few second scale it and with 0.1 probability deletes it.
+// The function every few second scales RC to a random size and with 0.1 probability deletes it.
+// Assumes that given RC exists.
 func playWithRC(c *client.Client, wg *sync.WaitGroup, ns, name string, size int) {
+	By(fmt.Sprintf("Playing with Replication Controller %v", name))
 	defer GinkgoRecover()
 	defer wg.Done()
-	rcExist := false
+	// Wait some time to prevent from performing all operations at the same time.
+	time.Sleep(time.Duration(rand.Intn(60)) * time.Second)
+	rcExist := true
 	// Once every 1-2 minutes perform scale of RC.
 	for start := time.Now(); time.Since(start) < simulationTime; time.Sleep(time.Duration(60+rand.Intn(60)) * time.Second) {
 		if !rcExist {
@@ -147,8 +168,43 @@ func playWithRC(c *client.Client, wg *sync.WaitGroup, ns, name string, size int)
 }
 
 func runRCLoad(c *client.Client, wg *sync.WaitGroup, ns, groupName string, size, count int) {
-	By(fmt.Sprintf("Running %v Replication Controllers with size %v and playing with them", count, size))
 	for i := 1; i <= count; i++ {
 		go playWithRC(c, wg, ns, groupName+"-"+strconv.Itoa(i), size)
 	}
 }
+
+// Creates <count> RCs with size <size> in namespace <ns>. The requests are sent in batches of size <batchSize>.
+func createRCGroup(c *client.Client, ns, groupName string, size, count, batchSize int) {
+	By(fmt.Sprintf("Creating %v Replication Controllers with size %v", count, size))
+	for i := 1; i <= count; {
+		// Create up to <batchSize> RCs in parallel.
+		var wg sync.WaitGroup
+		for j := 1; j <= batchSize && i <= count; i, j = i+1, j+1 {
+			wg.Add(1)
+			go func(i int) {
+				defer GinkgoRecover()
+				defer wg.Done()
+				name := groupName + "-" + strconv.Itoa(i)
+				expectNoError(RunRC(c, name, ns, image, size), fmt.Sprintf("creating rc %s in namespace %s for the first time", name, ns))
+			}(i)
+		}
+		wg.Wait()
+	}
+}
+
+// Removes group of RCs if not removed. This function is for cleanup purposes, so ignores errors.
+func cleanRCGroup(c *client.Client, ns, groupName string, size, count int) {
+	By(fmt.Sprintf("Removing %v Replication Controllers with size %v if not removed", count, size))
+	var wg sync.WaitGroup
+	wg.Add(count)
+	for i := 1; i <= count; i++ {
+		go func(i int) {
+			defer GinkgoRecover()
+			defer wg.Done()
+			name := groupName + "-" + strconv.Itoa(i)
+			// Since it is cleanup ignore any error.
+			DeleteRC(c, name, ns)
+		}(i)
+	}
+	wg.Wait()
+}